Development of a patent roadmap through the Generative Topographic Mapping and Bass diffusion model

Jeong, Yujin; Lee, Keeeun; Yoon, Byungun; Phaal, Rob

doi:10.1016/j.jengtecman.2015.08.006

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Development of a patent roadmap through the Generative Topographic Mapping and Bass diffusion model

Jeong, Yujin;
Lee, Keeeun;
Yoon, Byungun;
Phaal, Rob

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WEB OF SCIENCE

32

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34

초록

This paper aims to present a novel concept roadmap the patent roadmap and suggest an advanced patent roadmapping process, based on the Generative Topographic Mapping (GTM) and Bass diffusion model. The process for patent roadmapping is composed of two modules: Developing the GTM-based patent map and determining the appearance time of the emerging patent through Bass model. The result of this research is meaningful knowledge from analyzing a vast store of patent data with quantitative methods and automated tools. It can serve as an effective patent planning tool, and proposes a strategic Research and Business Development (R&BD) for both firms and governments. (c) 2015 Elsevier B.V. All rights reserved.

키워드

Patent roadmap; Generative Topographic Mapping (GTM); Bass diffusion model; Patent planning and forecasting; Visualization; TECHNOLOGY DIFFUSION; FUEL-CELL; GTM; VISUALIZATION; SUBSTITUTION; GROWTH; SERVICE; EXAMPLE; SYSTEM; STATES

제목: Development of a patent roadmap through the Generative Topographic Mapping and Bass diffusion model

저자: Jeong, Yujin; Lee, Keeeun; Yoon, Byungun; Phaal, Rob

DOI: 10.1016/j.jengtecman.2015.08.006

발행일: 2015-10

유형: Article

저널명: Journal of Engineering and Technology Management (JET-M)

권: 38

페이지: 53 ~ 70